Work

Deployable probabilistic programming

Year: 2019

Type: conference-paper

Abstract: We propose design guidelines for a probabilistic programming facility suitable for deployment as a part of a production software system. As a reference implementation, we introduce Infergo, a probabilistic programming facility for Go, a modern programming language of choice for server-side software development. We argue that a similar probabilistic programming facility can be added to most modern general-purpose programming languages.

Source: ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software (Onward!)

DOI: 10.1145/3359591.3359727

Author: David Tolpin

Language: English

Topic: Logic, programming, and type systems

Subfield: Software

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W2956019919

FWCI: 1.235

Cites: 64

Cited by: 10

Related to: 10